Course curriculum

    1. How to use this course

      FREE PREVIEW
    2. Introduction to Learning management system

    3. Important Reading - Get Started

    4. Participant Honor Code

    5. Download - Required for the course

    6. Mindmaps

    1. Business Analytics Practitioner Virtual Classroom

    2. Business Analytics Practitioner, Manual login details

    1. Downloads

    2. Mathematics

    3. Exploratory Data Analysis

    4. Basics of Data Analysis

    5. Acceptance Sampling - Sample Question

    1. Downloads for PowerBI exercises

    1. Download

    2. Hypothesis testing

    3. Practice Exercises

    4. Sample Size for Estimation

    5. Parameter Estimation - Proportion

    6. Parameter Estimation - MEAN

    7. Parameter Estimation - Standard Deviation

    8. Illustration - Hypothesis Testing

    1. Download

    2. Which Regression Analysis should you choose?

    3. Assumptions of Ordinary Least Square Regression (Numeric Y, Numeric and categorical Xs)

    4. Multiple Regression with continuous and categorical X variable

    5. Y continuous, multiple Xs - Biomass

    6. Y continuous, Multiple X - Best Subset

    7. Y continuous, Multiple X - Stepwise

    8. Y discrete (1 event)

    9. Y discrete, X continuous and discrete

    10. Y Discrete - Ordinal

    11. Y Discrete (multiple events)

    12. Y (Discrete -counts)

    13. Logistic Regression - Model Summary and Measures of Association

    14. Logistic Regression - Link Function

    15. Variable Normalization / Feature Scaling

About this course

  • ₹14,999.00
  • 70 lessons
  • 22 hours of video content